The Book of Why 在線電子書 圖書標籤: 人工智能 統計學 因果論 Causality 計算機 Statistics AI 思維
發表於2024-05-09
The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024
看的很過癮,對頻率學派和貝葉斯學派都有反思
評分終於!看完瞭!醍醐灌頂!太精彩!基本改變瞭對統計的認知!9.6-9.24,amazing的18天閱讀體驗。
評分skip stats. model counterfactual.
評分本人知識淺薄,逼著自己讀瞭一半,實在讀不下去瞭…
評分真是打開瞭新世界的大門,本以為讀瞭一些計量經濟學和實驗設計的東西已經算入門瞭,沒想到可能是大傢都走錯門瞭,甚至門在哪裏可能都還沒達成一緻
Judea Pearl is a professor of computer science at UCLA and winner of the 2011 Turing Award and the author of three classic technical books on causality. He lives in Los Angeles, California.
Dana Mackenzie is an award-winning science writer and the author of The Big Splat, or How Our Moon Came to Be. He lives in Santa Cruz, California.
A Turing Award-winning computer scientist and statistician shows how understanding causality has revolutionized science and will revolutionize artificial intelligence
"Correlation is not causation." This mantra, chanted by scientists for more than a century, has led to a virtual prohibition on causal talk. Today, that taboo is dead. The causal revolution, instigated by Judea Pearl and his colleagues, has cut through a century of confusion and established causality--the study of cause and effect--on a firm scientific basis. His work explains how we can know easy things, like whether it was rain or a sprinkler that made a sidewalk wet; and how to answer hard questions, like whether a drug cured an illness. Pearl's work enables us to know not just whether one thing causes another: it lets us explore the world that is and the worlds that could have been. It shows us the essence of human thought and key to artificial intelligence. Anyone who wants to understand either needs The Book of Why.
rather than a new science. 1,作者并没有区分自然科学和社会以及行为科学,没有讨论这两个领域因果推断的异同,也没有上升到科学哲学的层面讨论因果推断本身。这些本身都不是问题。只是就内容来说,书中的science实际上指的是社会科学和行为科学,作者所说的“因果革命 (the ...
評分 評分The Book of Why 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024